model selection

Experiment Planning with Function Approximation NeurIPS 2023 Expertise Trees Resolve Knowledge Limitations in Collective Decision-Making ICML 2023 Exploration in Linear Bandits with Rich Action Sets and its Implications for Inference AISTATS 2023 Exploring and Interacting with the Set of Good Sparse Generalized Additive Models NeurIPS 2023 Exploring Model Transferability through the Lens of Potential Energy ICCV 2023 Fair Enough: Standardizing Evaluation and Model Selection for Fairness Research in NLP EACL 2023 FLASH: Automating federated learning using CASH UAI 2023 Foundation Model is Efficient Multimodal Multitask Model Selector NeurIPS 2023 GLEMOS: Benchmark for Instantaneous Graph Learning Model Selection NeurIPS 2023 GreenFlow: A Computation Allocation Framework for Building Environmentally Sound Recommendation System IJCAI 2023 Guided Recommendation for Model Fine-Tuning CVPR 2023 How Far Pre-trained Models Are from Neural Collapse on the Target Dataset Informs their Transferability ICCV 2023 How to Determine the Most Powerful Pre-trained Language Model without Brute Force Fine-tuning? An Empirical Survey EMNLP 2023 HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face NeurIPS 2023 ID and OOD Performance Are Sometimes Inversely Correlated on Real-world Datasets NeurIPS 2023 In Search of Insights, Not Magic Bullets: Towards Demystification of the Model Selection Dilemma in Heterogeneous Treatment Effect Estimation ICML 2023 Iterative Approximate Cross-Validation ICML 2023 Knowledge is a Region in Weight Space for Fine-tuned Language Models EMNLP 2023 Limits of Model Selection under Transfer Learning COLT 2023 LOVM: Language-Only Vision Model Selection NeurIPS 2023 MetaGL: Evaluation-Free Selection of Graph Learning Models via Meta-Learning ICLR 2023 Mixed Samples as Probes for Unsupervised Model Selection in Domain Adaptation NeurIPS 2023 Model Selection of Graph Signage Models Using Maximum Likelihood (Student Abstract) AAAI 2023 Model Spider: Learning to Rank Pre-Trained Models Efficiently NeurIPS 2023 Multi-Source Test-Time Adaptation as Dueling Bandits for Extractive Question Answering ACL 2023